Triple

T12526852
Position Surface form Disambiguated ID Type / Status
Subject N-40 National Highway E299460 entity
Predicate network P2637 FINISHED
Object Pakistan National Highways network E308112 NE FINISHED

How this triple was built (2 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Pakistan National Highways network | Statement: [N-40 National Highway, network, Pakistan National Highways network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pakistan National Highways network
Context triple: [N-40 National Highway, network, Pakistan National Highways network]
  • A. National Highway Network of Pakistan chosen
    The National Highway Network of Pakistan is the country’s primary system of major roads and highways that links key ports, cities, and regions to support national transport and trade.
  • B. Pakistan Motorway Network
    The Pakistan Motorway Network is an extensive system of high-speed, access-controlled highways that connects major cities and regions across Pakistan to facilitate efficient long-distance travel and trade.
  • C. N-5 National Highway (Pakistan)
    N-5 National Highway (Pakistan) is the country’s longest and most important north–south road corridor, linking major cities from Karachi to Peshawar and serving as a key artery for trade and transport.
  • D. Sukkur–Multan Motorway
    The Sukkur–Multan Motorway is a major controlled-access highway in Pakistan that forms a key north–south transportation link and a flagship infrastructure project under the China–Pakistan Economic Corridor.
  • E. Islamabad Expressway
    Islamabad Expressway is a major arterial road in Islamabad, Pakistan, providing a key north–south transportation corridor through the capital and linking it with surrounding areas.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9545d7e6c819080c3a85c18caa1ae completed April 10, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65eae71fc819083ec63dbfbf32465 completed May 2, 2026, 8:29 p.m.
Created at: April 8, 2026, 9:57 p.m.